Applications of advanced data science tools for data retrieval, statistical analysis and machine learning, optimization, and visualization. Multiple case studies will illustrate the practical use of these tools.

Prerequisites: PSTAT 131 or PSTAT 231 or Computer Science 165B; and Computer Science 9 (preferred) or Computer Science16. A minimum letter grade of C or better must be earned in each course.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms stsds actsc stsap stats
COBURN T
Katie Coburn
3.1
62 reviews
AI predicted, based on past grading trends of the course and instructor, class info, and 127 other factors
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08:00 AM - 08:50 AM
17 / 25

GIRV 2119
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09:00 AM - 09:50 AM
24 / 25

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10:00 AM - 10:50 AM
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PHELP1445
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12:00 PM - 12:50 PM
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Fall 2024 . Coburn K M
CHEM 1171
T R
15:30 PM - 16:45 PM
Winter 2024 . Oh Sang-Yun
PSYCH1924
T R
11:00 AM - 12:15 PM
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PSTAT 134 Coburn K M Winter 2025 Total: 91
PSTAT 134 Coburn K M Fall 2024 Total: 78
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62
3.1
PSTAT120a . Coburn T 3 Months Ago

Dr. Coburn was great in lectures, and made the concepts seem simple to understand, but the ease of homework, examples and quiz questions left me improperly prepared for the midterm and final question styles. Very accesible, and office hours are helpful. Weekly homework and quizzes, a midterm and a final exam.

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PSTAT120a . Coburn T 3 Months Ago

The professor is calm and cool. The exams are a bit hard and I would recommend studying with lots of practice problems weeks before exams. I found that the practice exams were not as helpful as the lecture examples.

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PSTAT120a . Coburn T 3 Months Ago

honestly 120A was fine if you studied and showed up to class. it was hard but idk who expects it to be easy

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PSTAT120a . Coburn T 4 Months Ago

All my friends said that he was the easy professor for 120A, but his practice tests were NOTHING like the actual exams. Lectures were boring and not useful. Fully made me lose the passion that I had for statistics. Ended up taking this class P/NP and dropped my stats minor. None of the content is interesting or applicable to the real world.

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PSTAT120a . Coburn T 4 Months Ago

Test materials are different from lectures. He said he would not test the materials he had taught in the last several minutes, yet he still gave one.

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PSTAT120a . Coburn T 4 Months Ago

Studied hours a week and still nearly failed. The student's effort doesn't pay off because the tests were not taught properly in the lectures either.

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